Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002283

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001809

distance 0.183

#2 · Gondiacell 4760002149

distance 0.234 · cross-district

#3 · Bhandaracell 4710001320

distance 0.238

#4 · Nagpurcell 4840002379

distance 0.257 · cross-district

#5 · Nagpurcell 4840002758

distance 0.257 · cross-district

#6 · Bhandaracell 4710001479

distance 0.257

#7 · Nagpurcell 4840006258

distance 0.26 · cross-district

#8 · Bhandaracell 4710002664

distance 0.26

#9 · Bhandaracell 4710001752

distance 0.262

#10 · Bhandaracell 4710002638

distance 0.264

#11 · Gondiacell 4760003397

distance 0.265 · cross-district

#12 · Gondiacell 4760003343

distance 0.267 · cross-district

#13 · Gondiacell 4760003849

distance 0.27 · cross-district

#14 · Nagpurcell 4840006505

distance 0.278 · cross-district

#15 · Nagpurcell 4840002756

distance 0.279 · cross-district

#16 · Gondiacell 4760003259

distance 0.279 · cross-district

#17 · Nagpurcell 4840000775

distance 0.28 · cross-district

#18 · Bhandaracell 4710002676

distance 0.281

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710002283}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.